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Emma Nuutinen Elite Prospects ↗

Position: Forward DOB: 1996-12-07 Country: Finland

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.86

Elite (0.70+)

Base NCAAe-W PPG0.8642

Conf. Strength0.997

Year Adj (FR)×0.93

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

1.66

Elite (1.00+)

Base D3e-W PPG1.9439

Conf. Strength1.000

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

D1W / D3W Likelihood

NCAA D1W

NCAA D3W

94%

Club / Other

Based on 36 comparable players

Career Trajectory

Dashed = raw PPG · ■ Solid = age-adjusted NCAAe-W PPG · ■ Green = actual college PPG

Pre-College Seasons

Most women's college players come directly from high school hockey. Junior or HS season stats below (when available on Elite Prospects).

Season	Team	League	GP	G	A	Pts	PPG	NCAAe-W PPG	Age-Adjusted
2011-12	Kiekko-Espoo	SMLIIGA-W	9	3	4	7	0.778	0.3025	0.3025
2012-13	Kiekko-Espoo	SMLIIGA-W	20	14	11	25	1.250	0.4861	0.4861
2013-14	Kiekko-Espoo	SMLIIGA-W	25	24	30	54	2.160	0.8400	0.8400
2014-15	Kiekko-Espoo	SMLIIGA-W	12	9	16	25	2.083	0.8102	0.8102
2015-16	Kiekko-Espoo	SMLIIGA-W	20	28	26	54	2.700	1.0500	1.0500
2020-21	Kiekko-Espoo	SMLIIGA-W	6	7	5	12	2.000	0.7778	0.7778
2022-23	Buffalo Beauts	PHF	24	4	6	10	0.417	N/A	N/A
2023-24	Kiekko-Espoo	SMLIIGA-W	31	28	35	63	2.032	0.7904	0.5830
2024-25	Kiekko-Espoo	SMLIIGA-W	30	27	38	65	2.167	0.8426	0.5868
2025-26	Kiekko-Espoo	SMLIIGA-W	28	27	36	63	2.250	0.8750	0.5653

NCAAe-W = points/game translated to NCAA-W equivalent · COVID-flagged seasons in yellow

College Seasons

Season	School	Conference	Year	GP	G	A	Pts	PPG
2019-20	Mercyhurst	CHA-W	SR	34	21	19	40	1.177
2018-19	Mercyhurst	CHA-W	JR	30	16	12	28	0.933
2017-18	Mercyhurst	CHA-W	SO	23	8	5	13	0.565
2016-17	North Dakota	—	FR	34	10	9	19	0.559

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Saana Valkama	SMLIIGA-W · 2012-13 · 1.43 PPG	0.314	Vermont
Kelly Pannek	USHS-MN-W · 2012-13 · 3.45 PPG	1.073	Minnesota
Nicole Schammel	USHS-MN-W · 2013-14 · 3.44 PPG	0.611	Minnesota State
Brooke Avery	NE-Prep-Girls · 2012-13 · 2.00 PPG	0.062	New Hampshire
Jessie Aney	USHS-MN-W · 2012-13 · 3.17 PPG	0.267	UConn

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Madi Nolan	2015-16 · 1.52 PPG	0.826	Wisconsin-River Falls	WIAC
Erica Power	2012-13 · 1.21 PPG	1.038	Gustavus Adolphus	MIAC
Courtney Wittig	2012-13 · 1.83 PPG	0.692	Wisconsin-Eau Claire	WIAC
Ashlyn Abrahamson	2021-22 · 1.35 PPG	0.923	Hamline	MIAC
Celena Rea	2017-18 · 1.46 PPG	0.870	Nazareth	UCHC

Women's college hockey projections draw primarily on high school and junior stats when available. Because most women go directly from HS to college, projections with limited pre-college data use conference-based priors.

NCAAe-W factors are derived from historical pre-college→NCAA-W transitions. For many players, projection confidence is lower than men's due to sparse pre-college tracking.